whitespaces

LabeliaLabs · Jun 15, 2021 · b7ec1ce · b7ec1ce
1 parent a869701
commit b7ec1ce
Showing 1 changed file with 10 additions and 10 deletions.
diff --git a/notebooks/reference_scenarios/benchmarks.ipynb b/notebooks/reference_scenarios/benchmarks.ipynb
@@ -32,9 +32,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "NB_EPOCH = 40\n",
-    "NB_MINIBATCH = 20\n",
-    "NB_GRAD_UPDATE = 8"
+    "NB_EPOCH=40\n",
+    "NB_MINIBATCH=20\n",
+    "NB_GRAD_UPDATE=8"
    ]
   },
   {
@@ -65,16 +65,16 @@
    "outputs": [],
    "source": [
     "sc1 = Scenario(\n",
-    "                scenario_id = 1,\n",
+    "                scenario_id=1,\n",
     "                partners_count=2,\n",
     "                dataset='mnist',\n",
-    "                amounts_per_partner = [0.7, 0.3],\n",
+    "                amounts_per_partner=[0.7, 0.3],\n",
     "                samples_split_option='stratified',\n",
     "                multi_partner_learning_approach='fedavg', #default\n",
     "                aggregation='data-volume', #default\n",
     "                contributivity_methods=[\"Independent scores\",\"Shapley values\"],\n",
     "                epoch_count=NB_EPOCH,\n",
-    "                minibatch_count = NB_MINIBATCH,\n",
+    "                minibatch_count=NB_MINIBATCH,\n",
     "                gradient_updates_per_pass_count=NB_GRAD_UPDATE,\n",
     "            )"
    ]
@@ -100,17 +100,17 @@
    "outputs": [],
    "source": [
     "sc2 = Scenario(\n",
-    "                scenario_id = 2,\n",
+    "                scenario_id=2,\n",
     "                partners_count=2,\n",
     "                dataset='cifar10',\n",
-    "                amounts_per_partner = [0.7, 0.3],\n",
+    "                amounts_per_partner=[0.7, 0.3],\n",
     "                samples_split_option='random', #default\n",
     "                corruption_parameters=['not-corrupted',Randomize(proportion=0.5)],\n",
     "                multi_partner_learning_approach='fedavg', #default\n",
     "                aggregation='data-volume', #default\n",
     "                contributivity_methods=[\"Independent scores\",\"Shapley values\"],\n",
     "                epoch_count=NB_EPOCH,\n",
-    "                minibatch_count = NB_MINIBATCH,\n",
+    "                minibatch_count=NB_MINIBATCH,\n",
     "                gradient_updates_per_pass_count=NB_GRAD_UPDATE,\n",
     "            )"
    ]
@@ -274,7 +274,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.4"
+   "version": "3.7.9"
   }
  },
  "nbformat": 4,